Introduction to probability ... It includes discrete and continuous random variables, their probability distributions and analytical and statistical methods for determining the mean, variance and ...

Covers algorithms of cleaning and munging data, probability theory and common distributions, statistical simulation, drawing inferences from data, and basic statistical modeling.

The course covers the probability, distribution theory and statistical inference needed ... Wald tests, score tests. Introduction to linear regressions and least squares estimator. This course will be ...

The Poisson distribution is widely used in artificial intelligence (AI) and machine learning. In Bayesian inference, ...